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Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges
ACM Computing Surveys (ACM CSUR), 2022
12 January 2022
Huaming Chen
Muhammad Ali Babar
AAML
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ArXiv (abs)
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Papers citing
"Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges"
8 / 8 papers shown
ShadowLogic: Backdoors in Any Whitebox LLM
Kasimir Schulz
Amelia Kawasaki
Leo Ring
AAML
293
0
0
01 Nov 2025
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey
Yang Gu
Hengyu You
Jian Cao
Muran Yu
Haoran Fan
Shiyou Qian
LM&MA
AI4CE
475
17
0
11 Nov 2024
Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security
Mona Esmaeili
Morteza Rahimi
Hadise Pishdast
Dorsa Farahmandazad
Matin Khajavi
Hadi Jabbari Saray
381
5
0
01 Oct 2024
A Survey on Data Quality Dimensions and Tools for Machine Learning
Yuhan Zhou
Fengjiao Tu
Kewei Sha
Junhua Ding
Haihua Chen
275
22
0
28 Jun 2024
On Security Weaknesses and Vulnerabilities in Deep Learning Systems
Zhongzheng Lai
Huaming Chen
Ruoxi Sun
Yu Zhang
Minhui Xue
Dong Yuan
AAML
248
4
0
12 Jun 2024
Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy
Yusuke Kawamoto
Kazumasa Miyake
K. Konishi
Y. Oiwa
289
5
0
18 Jan 2023
Requirements Engineering for Machine Learning: A Review and Reflection
Zhong Pei
Lin Liu
Chen Wang
Jianmin Wang
VLM
278
38
0
03 Oct 2022
Thieves on Sesame Street! Model Extraction of BERT-based APIs
International Conference on Learning Representations (ICLR), 2019
Kalpesh Krishna
Gaurav Singh Tomar
Ankur P. Parikh
Nicolas Papernot
Mohit Iyyer
MIACV
MLAU
669
240
0
27 Oct 2019
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